Problem Definition:
To predict the Dogecoin value based on the historical data
Data:
This dataset contains past values of Dogecoin in Dollars with a time bound of 13th May , 2020 to 13th May , 2021.
The data is collected from Investing.com
Evaluation:
As the value of Dogecoin is very volatile , we will continue the project once we reach close to 90% accuracy , we will pursue the project
Features: The following are the features we will use to predict our target variable (Price of the Dogecoin)
Date : Current Date
Price : Price at the time of Data colection in Dollars
Open : Opening Price in Dollars
Close : CLosing Price in Dollars
High : Highest price of the day in Dollars
Low : Lowest Price of the day in Dollars
Vol : Volume traded
% Change : Percentage change in value
Accuracy Achieved: 94.03%
Adjusted R-Squared : 0.95
R-Squared : 0.95
RMSE : 0.03